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42

8 inch cake box

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Prices mostly outside the sweet spot ($4.09–$13.67) — this niche doesn't clear our bar today.

Market size 11Growth 20Conversion 96Competition 50Returns 93Price range 0Avg price 18Brand share 33Review moat 80Quality gap 24

Conversion

Incredible13.5%

search→purchase rate — share of searches ending in a sale

Returns

Great1.1%

return rate — above 5% kills the launch gate

Review moat

Great393.63

avg incumbent reviews — the moat a new listing must climb

Competition

Good55%

top-5 click share — leaders hold, buyers still browse

Brand share

Okay85%

top-5 brand share — brands hold most of the demand

Quality gap

Bad4.6★

avg incumbent rating — lower means beatable quality

Growth

Bad-9.5%

90-day search growth — must beat 0% to launch

Avg price

Bad£6.49

avg listing price — sweet spot $15–$100

Market size

Bad£45K

£45K/yr · 51K searches

Price range

Bad£4.09–£13.67

cheapest to priciest tracked listing — scored on the share inside $15–$100